Dataset statistics
| Number of variables | 78 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 56686 |
| Missing cells (%) | 72.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 609.5 KiB |
| Average record size in memory | 624.1 B |
Variable types
| UNSUPPORTED | 58 |
|---|---|
| CAT | 15 |
| NUM | 4 |
| PATH | 1 |
title has a high cardinality: 981 distinct values | High cardinality |
publish_country has a high cardinality: 95 distinct values | High cardinality |
by_statement has a high cardinality: 728 distinct values | High cardinality |
pagination has a high cardinality: 724 distinct values | High cardinality |
publish_date has a high cardinality: 179 distinct values | High cardinality |
subtitle has a high cardinality: 361 distinct values | High cardinality |
edition_name has a high cardinality: 121 distinct values | High cardinality |
ocaid has a high cardinality: 160 distinct values | High cardinality |
revision is highly correlated with latest_revision | High correlation |
latest_revision is highly correlated with revision | High correlation |
languages has 59 (5.9%) missing values | Missing |
subjects has 351 (35.1%) missing values | Missing |
publish_country has 107 (10.7%) missing values | Missing |
by_statement has 272 (27.2%) missing values | Missing |
location has 898 (89.8%) missing values | Missing |
other_titles has 829 (82.9%) missing values | Missing |
publishers has 80 (8.0%) missing values | Missing |
authors has 23 (2.3%) missing values | Missing |
publish_places has 98 (9.8%) missing values | Missing |
oclc_number has 892 (89.2%) missing values | Missing |
pagination has 148 (14.8%) missing values | Missing |
created has 11 (1.1%) missing values | Missing |
notes has 587 (58.7%) missing values | Missing |
number_of_pages has 226 (22.6%) missing values | Missing |
publish_date has 66 (6.6%) missing values | Missing |
works has 35 (3.5%) missing values | Missing |
subtitle has 637 (63.7%) missing values | Missing |
series has 673 (67.3%) missing values | Missing |
contributions has 711 (71.1%) missing values | Missing |
genres has 847 (84.7%) missing values | Missing |
table_of_contents has 958 (95.8%) missing values | Missing |
lc_classifications has 805 (80.5%) missing values | Missing |
subject_places has 992 (99.2%) missing values | Missing |
first_publish_date has 995 (99.5%) missing values | Missing |
edition_name has 795 (79.5%) missing values | Missing |
isbn_10 has 660 (66.0%) missing values | Missing |
dewey_decimal_class has 892 (89.2%) missing values | Missing |
lccn has 805 (80.5%) missing values | Missing |
identifiers has 980 (98.0%) missing values | Missing |
weight has 991 (99.1%) missing values | Missing |
physical_format has 938 (93.8%) missing values | Missing |
covers has 981 (98.1%) missing values | Missing |
isbn_13 has 918 (91.8%) missing values | Missing |
physical_dimensions has 989 (98.9%) missing values | Missing |
uri_descriptions has 1000 (100.0%) missing values | Missing |
uris has 1000 (100.0%) missing values | Missing |
url has 989 (98.9%) missing values | Missing |
source_records has 874 (87.4%) missing values | Missing |
first_sentence has 995 (99.5%) missing values | Missing |
work_titles has 956 (95.6%) missing values | Missing |
description has 958 (95.8%) missing values | Missing |
subject_times has 999 (99.9%) missing values | Missing |
ocaid has 840 (84.0%) missing values | Missing |
download_url has 1000 (100.0%) missing values | Missing |
dewey_number has 998 (99.8%) missing values | Missing |
name has 997 (99.7%) missing values | Missing |
subject_place has 1000 (100.0%) missing values | Missing |
subject_people has 998 (99.8%) missing values | Missing |
personal_name has 1000 (100.0%) missing values | Missing |
alternate_names has 1000 (100.0%) missing values | Missing |
photos has 1000 (100.0%) missing values | Missing |
oclc_numbers has 884 (88.4%) missing values | Missing |
copyright_date has 997 (99.7%) missing values | Missing |
classifications has 997 (99.7%) missing values | Missing |
birth_date has 1000 (100.0%) missing values | Missing |
bio has 1000 (100.0%) missing values | Missing |
links has 1000 (100.0%) missing values | Missing |
title_prefix has 946 (94.6%) missing values | Missing |
death_date has 1000 (100.0%) missing values | Missing |
subject_time has 1000 (100.0%) missing values | Missing |
work_title has 1000 (100.0%) missing values | Missing |
contributors has 1000 (100.0%) missing values | Missing |
purchase_url has 1000 (100.0%) missing values | Missing |
fuller_name has 1000 (100.0%) missing values | Missing |
website has 1000 (100.0%) missing values | Missing |
isbn_invalid has 1000 (100.0%) missing values | Missing |
ia_loaded_id has 1000 (100.0%) missing values | Missing |
isbn_odd_length has 1000 (100.0%) missing values | Missing |
ia_box_id has 1000 (100.0%) missing values | Missing |
full_title has 1000 (100.0%) missing values | Missing |
excerpts has 1000 (100.0%) missing values | Missing |
title is uniformly distributed | Uniform |
by_statement is uniformly distributed | Uniform |
pagination is uniformly distributed | Uniform |
subtitle is uniformly distributed | Uniform |
first_publish_date is uniformly distributed | Uniform |
physical_dimensions is uniformly distributed | Uniform |
ocaid is uniformly distributed | Uniform |
name is uniformly distributed | Uniform |
copyright_date is uniformly distributed | Uniform |
df_index has unique values | Unique |
key has unique values | Unique |
languages is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
subjects is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
type is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
location is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
other_titles is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
publishers is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
last_modified is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
authors is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
publish_places is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
oclc_number is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
created is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
notes is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
works is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
series is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
contributions is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
genres is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
table_of_contents is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
lc_classifications is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
subject_places is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
isbn_10 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
dewey_decimal_class is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
lccn is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
identifiers is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
covers is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
isbn_13 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
uri_descriptions is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
uris is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
url is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
source_records is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
first_sentence is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
work_titles is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
description is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
subject_times is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
download_url is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
dewey_number is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
subject_place is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
subject_people is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
personal_name is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
alternate_names is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
photos is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
oclc_numbers is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
classifications is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
birth_date is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bio is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
links is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
death_date is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
subject_time is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
work_title is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
contributors is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
purchase_url is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
fuller_name is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
website is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
isbn_invalid is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
ia_loaded_id is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
isbn_odd_length is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
ia_box_id is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
full_title is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
excerpts is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2021-11-16 21:40:59.562159 |
|---|---|
| Analysis finished | 2021-11-16 21:41:51.935685 |
| Duration | 52.37 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73201.159 |
|---|---|
| Minimum | 283 |
| Maximum | 148148 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 283 |
|---|---|
| 5-th percentile | 8680.9 |
| Q1 | 34827.5 |
| median | 73126 |
| Q3 | 109793.25 |
| 95-th percentile | 138675.7 |
| Maximum | 148148 |
| Range | 147865 |
| Interquartile range (IQR) | 74965.75 |
Descriptive statistics
| Standard deviation | 42237.31638 |
|---|---|
| Coefficient of variation (CV) | 0.577003383 |
| Kurtosis | -1.217431299 |
| Mean | 73201.159 |
| Median Absolute Deviation (MAD) | 37610 |
| Skewness | 0.01827385107 |
| Sum | 73201159 |
| Variance | 1783990895 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 28950 | 1 | 0.1% | |
| 56685 | 1 | 0.1% | |
| 17747 | 1 | 0.1% | |
| 75093 | 1 | 0.1% | |
| 144727 | 1 | 0.1% | |
| 115571 | 1 | 0.1% | |
| 114009 | 1 | 0.1% | |
| 27994 | 1 | 0.1% | |
| 37861 | 1 | 0.1% | |
| 109923 | 1 | 0.1% | |
| Other values (990) | 990 | 99.0% |
| Value | Count | Frequency (%) | |
| 283 | 1 | 0.1% | |
| 329 | 1 | 0.1% | |
| 359 | 1 | 0.1% | |
| 410 | 1 | 0.1% | |
| 416 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 148148 | 1 | 0.1% | |
| 148129 | 1 | 0.1% | |
| 147873 | 1 | 0.1% | |
| 147812 | 1 | 0.1% | |
| 147522 | 1 | 0.1% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.251 |
|---|---|
| Minimum | 1 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 15 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8028970318 |
|---|---|
| Coefficient of variation (CV) | 0.3566845987 |
| Kurtosis | 69.83680882 |
| Mean | 2.251 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.050522119 |
| Sum | 2251 |
| Variance | 0.6446436436 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 2 | 814 | 81.4% | |
| 3 | 121 | 12.1% | |
| 5 | 22 | 2.2% | |
| 4 | 20 | 2.0% | |
| 1 | 16 | 1.6% | |
| 6 | 3 | 0.3% | |
| 7 | 3 | 0.3% | |
| 15 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 16 | 1.6% | |
| 2 | 814 | 81.4% | |
| 3 | 121 | 12.1% | |
| 4 | 20 | 2.0% | |
| 5 | 22 | 2.2% |
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.1% | |
| 7 | 3 | 0.3% | |
| 6 | 3 | 0.3% | |
| 5 | 22 | 2.2% | |
| 4 | 20 | 2.0% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.251 |
|---|---|
| Minimum | 1 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 15 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8028970318 |
|---|---|
| Coefficient of variation (CV) | 0.3566845987 |
| Kurtosis | 69.83680882 |
| Mean | 2.251 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.050522119 |
| Sum | 2251 |
| Variance | 0.6446436436 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 2 | 814 | 81.4% | |
| 3 | 121 | 12.1% | |
| 5 | 22 | 2.2% | |
| 4 | 20 | 2.0% | |
| 1 | 16 | 1.6% | |
| 6 | 3 | 0.3% | |
| 7 | 3 | 0.3% | |
| 15 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 16 | 1.6% | |
| 2 | 814 | 81.4% | |
| 3 | 121 | 12.1% | |
| 4 | 20 | 2.0% | |
| 5 | 22 | 2.2% |
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.1% | |
| 7 | 3 | 0.3% | |
| 6 | 3 | 0.3% | |
| 5 | 22 | 2.2% | |
| 4 | 20 | 2.0% |
| Distinct | 981 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 9 |
| Missing (%) | 0.9% |
| Memory size | 7.8 KiB |
| No Title Exists. | 5 |
|---|---|
| Project Box:. | 3 |
| Annual Report and Accounts. | 2 |
| Lider | 2 |
| Computers | 2 |
| Other values (976) |
| Value | Count | Frequency (%) | |
| No Title Exists. | 5 | 0.5% | |
| Project Box:. | 3 | 0.3% | |
| Annual Report and Accounts. | 2 | 0.2% | |
| Lider | 2 | 0.2% | |
| Computers | 2 | 0.2% | |
| Marketing | 2 | 0.2% | |
| RESTRICTED THESIS UNTIL 28/5/2003 | 1 | 0.1% | |
| Irrigation of corn in the Eastern United States | 1 | 0.1% | |
| Ground-water resources of the Cincinnati area, Butler and Hamilton counties, Ohio | 1 | 0.1% | |
| Seiji kinuta | 1 | 0.1% | |
| Other values (971) | 971 | 97.1% | |
| (Missing) | 9 | 0.9% |
Frequencies of value counts
Unique
| Unique | 975 ? |
|---|---|
| Unique (%) | 98.4% |
Histogram of lengths of the category
Length
| Max length | 364 |
|---|---|
| Median length | 24 |
| Mean length | 31.504 |
| Min length | 3 |
| Distinct | 95 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 107 |
| Missing (%) | 10.7% |
| Memory size | 7.8 KiB |
| xxk | |
|---|---|
| nyu | |
| enk | |
| dcu | |
| xx | 48 |
| Other values (90) |
| Value | Count | Frequency (%) | |
| xxk | 100 | 10.0% | |
| nyu | 98 | 9.8% | |
| enk | 96 | 9.6% | |
| dcu | 51 | 5.1% | |
| xx | 48 | 4.8% | |
| ja | 47 | 4.7% | |
| ch | 41 | 4.1% | |
| cau | 41 | 4.1% | |
| gw | 28 | 2.8% | |
| fr | 24 | 2.4% | |
| Other values (85) | 319 | 31.9% | |
| (Missing) | 107 | 10.7% |
Frequencies of value counts
Unique
| Unique | 38 ? |
|---|---|
| Unique (%) | 4.3% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 728 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 272 |
| Missing (%) | 27.2% |
| Memory size | 7.8 KiB |
| Edited by G. P. Gilmour. Illus. by Eric Aldwinckle. | 1 |
|---|---|
| (selected) by Muhammad Zafrulla Khan. | 1 |
| por Oscar Lewis ; traducción de la introducción y el apéndice: Isabel Fraire. | 1 |
| Jim McMenamin. | 1 |
| by Winifred James ... with 16 illustrations and a map by Norman Dakers. | 1 |
| Other values (723) |
| Value | Count | Frequency (%) | |
| Edited by G. P. Gilmour. Illus. by Eric Aldwinckle. | 1 | 0.1% | |
| (selected) by Muhammad Zafrulla Khan. | 1 | 0.1% | |
| por Oscar Lewis ; traducción de la introducción y el apéndice: Isabel Fraire. | 1 | 0.1% | |
| Jim McMenamin. | 1 | 0.1% | |
| by Winifred James ... with 16 illustrations and a map by Norman Dakers. | 1 | 0.1% | |
| Guo Qingjie zhu. | 1 | 0.1% | |
| Itsiḳ Manger ; esey, Shelomoh Biḳl. | 1 | 0.1% | |
| E. C. S. Wade and A. W. Bradley. | 1 | 0.1% | |
| by Johannes Quasten. Vol.2, The ante-Nicene literature after Irenaeus. | 1 | 0.1% | |
| [prepared by U.S. Department of Agriculture Soil Conservation Service, Economic Research Service, Forest Service, in cooperation with Montana Department of Natural Resources and Conservation] | 1 | 0.1% | |
| Other values (718) | 718 | 71.8% | |
| (Missing) | 272 | 27.2% |
Frequencies of value counts
Unique
| Unique | 728 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 215 |
|---|---|
| Median length | 17 |
| Mean length | 27.976 |
| Min length | 0 |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.8 KiB |
| /books/OL22956915M | 1 |
|---|---|
| /books/OL22785021M | 1 |
| /books/OL22955633M | 1 |
| /books/OL22987991M | 1 |
| /books/OL22900516M | 1 |
| Other values (995) |
| Value | Count | Frequency (%) | |
| /books/OL22956915M | 1 | 0.1% | |
| /books/OL22785021M | 1 | 0.1% | |
| /books/OL22955633M | 1 | 0.1% | |
| /books/OL22987991M | 1 | 0.1% | |
| /books/OL22900516M | 1 | 0.1% | |
| /books/OL22837678M | 1 | 0.1% | |
| /books/OL22784331M | 1 | 0.1% | |
| /books/OL22950550M | 1 | 0.1% | |
| /books/OL22894879M | 1 | 0.1% | |
| /books/OL22799611M | 1 | 0.1% | |
| Other values (990) | 990 | 99.0% |
Frequencies of value counts
Unique
| Unique | 1000 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 17.986 |
| Min length | 17 |
| Common prefix | \ |
|---|---|
| Unique stems | 1000 |
| Unique names | 1000 |
| Unique extensions | 1 |
| Unique directories | 3 |
| Unique anchors | 1 |
| Value | Count | Frequency (%) | |
| /books/OL22956915M | 1 | 0.1% | |
| /books/OL22785021M | 1 | 0.1% | |
| /books/OL22955633M | 1 | 0.1% | |
| /books/OL22987991M | 1 | 0.1% | |
| /books/OL22900516M | 1 | 0.1% | |
| /books/OL22837678M | 1 | 0.1% | |
| /books/OL22784331M | 1 | 0.1% | |
| /books/OL22950550M | 1 | 0.1% | |
| /books/OL22894879M | 1 | 0.1% | |
| /books/OL22799611M | 1 | 0.1% | |
| Other values (990) | 990 | 99.0% |
| Value | Count | Frequency (%) | |
| OL22968038M | 1 | 0.1% | |
| OL22907275M | 1 | 0.1% | |
| OL22963836M | 1 | 0.1% | |
| OL22980140M | 1 | 0.1% | |
| OL22991498M | 1 | 0.1% | |
| OL16640185W | 1 | 0.1% | |
| OL11576573W | 1 | 0.1% | |
| OL22789546M | 1 | 0.1% | |
| OL22884880M | 1 | 0.1% | |
| OL22911797M | 1 | 0.1% | |
| Other values (990) | 990 | 99.0% |
| Value | Count | Frequency (%) | |
| OL22968038M | 1 | 0.1% | |
| OL22907275M | 1 | 0.1% | |
| OL22963836M | 1 | 0.1% | |
| OL22980140M | 1 | 0.1% | |
| OL22991498M | 1 | 0.1% | |
| OL16640185W | 1 | 0.1% | |
| OL11576573W | 1 | 0.1% | |
| OL22789546M | 1 | 0.1% | |
| OL22884880M | 1 | 0.1% | |
| OL22911797M | 1 | 0.1% | |
| Other values (990) | 990 | 99.0% |
| Value | Count | Frequency (%) | |
| 1000 | 100.0% |
| Value | Count | Frequency (%) | |
| \books | 972 | 97.2% | |
| \works | 24 | 2.4% | |
| \authors | 4 | 0.4% |
| Value | Count | Frequency (%) | |
| \ | 1000 | 100.0% |
| Distinct | 724 |
|---|---|
| Distinct (%) | 85.0% |
| Missing | 148 |
| Missing (%) | 14.8% |
| Memory size | 7.8 KiB |
| p. cm. | 20 |
|---|---|
| 1 v. (unpaged) : | 9 |
| 2 v. ; | 5 |
| 1 v. (various pagings) : | 4 |
| 2 v. : | 4 |
| Other values (719) |
| Value | Count | Frequency (%) | |
| p. cm. | 20 | 2.0% | |
| 1 v. (unpaged) : | 9 | 0.9% | |
| 2 v. ; | 5 | 0.5% | |
| 1 v. (various pagings) : | 4 | 0.4% | |
| 2 v. : | 4 | 0.4% | |
| 1 v. | 3 | 0.3% | |
| 318 p. | 3 | 0.3% | |
| 60 p. : | 3 | 0.3% | |
| 104 p. : | 3 | 0.3% | |
| 50 p. | 3 | 0.3% | |
| Other values (714) | 795 | 79.5% | |
| (Missing) | 148 | 14.8% |
Frequencies of value counts
Unique
| Unique | 642 ? |
|---|---|
| Unique (%) | 75.4% |
Histogram of lengths of the category
Length
| Max length | 50 |
|---|---|
| Median length | 8 |
| Mean length | 9.162 |
| Min length | 2 |
| Distinct | 367 |
|---|---|
| Distinct (%) | 47.4% |
| Missing | 226 |
| Missing (%) | 22.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202.9470284 |
|---|---|
| Minimum | 10 |
| Maximum | 1154 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 79.25 |
| median | 172.5 |
| Q3 | 280 |
| 95-th percentile | 469.8 |
| Maximum | 1154 |
| Range | 1144 |
| Interquartile range (IQR) | 200.75 |
Descriptive statistics
| Standard deviation | 165.7212424 |
|---|---|
| Coefficient of variation (CV) | 0.8165738798 |
| Kurtosis | 5.972067118 |
| Mean | 202.9470284 |
| Median Absolute Deviation (MAD) | 100.5 |
| Skewness | 1.897442959 |
| Sum | 157081 |
| Variance | 27463.53018 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 32 | 10 | 1.0% | |
| 60 | 9 | 0.9% | |
| 96 | 7 | 0.7% | |
| 35 | 7 | 0.7% | |
| 320 | 7 | 0.7% | |
| 128 | 6 | 0.6% | |
| 136 | 6 | 0.6% | |
| 28 | 6 | 0.6% | |
| 126 | 6 | 0.6% | |
| 160 | 6 | 0.6% | |
| Other values (357) | 704 | 70.4% | |
| (Missing) | 226 | 22.6% |
| Value | Count | Frequency (%) | |
| 10 | 1 | 0.1% | |
| 11 | 4 | 0.4% | |
| 12 | 1 | 0.1% | |
| 14 | 2 | 0.2% | |
| 15 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1154 | 1 | 0.1% | |
| 1058 | 1 | 0.1% | |
| 1046 | 1 | 0.1% | |
| 1032 | 1 | 0.1% | |
| 1006 | 1 | 0.1% |
| Distinct | 179 |
|---|---|
| Distinct (%) | 19.2% |
| Missing | 66 |
| Missing (%) | 6.6% |
| Memory size | 7.8 KiB |
| 2008 | 26 |
|---|---|
| 2004 | 23 |
| 1994 | 23 |
| 1998 | 22 |
| 1995 | 22 |
| Other values (174) |
| Value | Count | Frequency (%) | |
| 2008 | 26 | 2.6% | |
| 2004 | 23 | 2.3% | |
| 1994 | 23 | 2.3% | |
| 1998 | 22 | 2.2% | |
| 1995 | 22 | 2.2% | |
| 2007 | 20 | 2.0% | |
| 2009 | 19 | 1.9% | |
| 1996 | 18 | 1.8% | |
| 1967 | 18 | 1.8% | |
| 1989 | 17 | 1.7% | |
| Other values (169) | 726 | 72.6% | |
| (Missing) | 66 | 6.6% |
Frequencies of value counts
Unique
| Unique | 47 ? |
|---|---|
| Unique (%) | 5.0% |
Histogram of lengths of the category
Length
| Max length | 15 |
|---|---|
| Median length | 4 |
| Mean length | 4.03 |
| Min length | 3 |
| Distinct | 361 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 637 |
| Missing (%) | 63.7% |
| Memory size | 7.8 KiB |
| [roman] | 2 |
|---|---|
| roman | 2 |
| ḳinder-piyese in dray aḳṭn | 1 |
| gli ordini religiosi in età moderna | 1 |
| Freud's dynamic distinction reconsidered | 1 |
| Other values (356) |
| Value | Count | Frequency (%) | |
| [roman] | 2 | 0.2% | |
| roman | 2 | 0.2% | |
| ḳinder-piyese in dray aḳṭn | 1 | 0.1% | |
| gli ordini religiosi in età moderna | 1 | 0.1% | |
| Freud's dynamic distinction reconsidered | 1 | 0.1% | |
| eseyen, arṭiḳlen, retsenzyes | 1 | 0.1% | |
| Calder's Circus | 1 | 0.1% | |
| autobiografía del Dalai Lama | 1 | 0.1% | |
| a Den of antiquity mystery | 1 | 0.1% | |
| Also a library of rare books and fine bindings consigned by Mrs. Henry B. Hollins ... to be sold ... January 12th and 13th, 1915. | 1 | 0.1% | |
| Other values (351) | 351 | 35.1% | |
| (Missing) | 637 | 63.7% |
Frequencies of value counts
Unique
| Unique | 359 ? |
|---|---|
| Unique (%) | 98.9% |
Histogram of lengths of the category
Length
| Max length | 285 |
|---|---|
| Median length | 3 |
| Mean length | 19.251 |
| Min length | 3 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 995 |
| Missing (%) | 99.5% |
| Memory size | 7.8 KiB |
| 2007 | |
|---|---|
| 1969 | |
| December 1, 1958 | |
| 2006 | |
| 1967 |
| Value | Count | Frequency (%) | |
| 2007 | 1 | 0.1% | |
| 1969 | 1 | 0.1% | |
| December 1, 1958 | 1 | 0.1% | |
| 2006 | 1 | 0.1% | |
| 1967 | 1 | 0.1% | |
| (Missing) | 995 | 99.5% |
Frequencies of value counts
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 16 |
|---|---|
| Median length | 3 |
| Mean length | 3.017 |
| Min length | 3 |
| Distinct | 121 |
|---|---|
| Distinct (%) | 59.0% |
| Missing | 795 |
| Missing (%) | 79.5% |
| Memory size | 7.8 KiB |
| 880-03 Chu ban. | |
|---|---|
| 880-03 Di 1 ban. | |
| 1a ed. | 12 |
| 4th ed. | 8 |
| 1st ed. | 7 |
| Other values (116) |
| Value | Count | Frequency (%) | |
| 880-03 Chu ban. | 18 | 1.8% | |
| 880-03 Di 1 ban. | 16 | 1.6% | |
| 1a ed. | 12 | 1.2% | |
| 4th ed. | 8 | 0.8% | |
| 1st ed. | 7 | 0.7% | |
| Shohan. | 6 | 0.6% | |
| 1. ed. | 4 | 0.4% | |
| 880-04 Di 1 ban. | 3 | 0.3% | |
| 5th ed. | 3 | 0.3% | |
| 880-03 Shohan. | 3 | 0.3% | |
| Other values (111) | 125 | 12.5% | |
| (Missing) | 795 | 79.5% |
Frequencies of value counts
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 48.8% |
Histogram of lengths of the category
Length
| Max length | 78 |
|---|---|
| Median length | 3 |
| Mean length | 5.096 |
| Min length | 3 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 991 |
| Missing (%) | 99.1% |
| Memory size | 7.8 KiB |
| 12 ounces | |
|---|---|
| 1.7 pounds | |
| 3.6 pounds | |
| 2.6 pounds | |
| 7.8 ounces | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| 12 ounces | 3 | 0.3% | |
| 1.7 pounds | 1 | 0.1% | |
| 3.6 pounds | 1 | 0.1% | |
| 2.6 pounds | 1 | 0.1% | |
| 7.8 ounces | 1 | 0.1% | |
| 1.2 pounds | 1 | 0.1% | |
| 3.7 pounds | 1 | 0.1% | |
| (Missing) | 991 | 99.1% |
Frequencies of value counts
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 66.7% |
Histogram of lengths of the category
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 3.06 |
| Min length | 3 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 938 |
| Missing (%) | 93.8% |
| Memory size | 7.8 KiB |
| Paperback | |
|---|---|
| [microform] : | 4 |
| Hardcover | 3 |
| ottavo | 1 |
| Other values (3) | 3 |
| Value | Count | Frequency (%) | |
| 42 | 4.2% | ||
| Paperback | 9 | 0.9% | |
| [microform] : | 4 | 0.4% | |
| Hardcover | 3 | 0.3% | |
| ottavo | 1 | 0.1% | |
| [electronic Resource] : | 1 | 0.1% | |
| Library Binding | 1 | 0.1% | |
| [microform] / | 1 | 0.1% | |
| (Missing) | 938 | 93.8% |
Frequencies of value counts
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 6.5% |
Histogram of lengths of the category
Length
| Max length | 23 |
|---|---|
| Median length | 3 |
| Mean length | 3.031 |
| Min length | 0 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 989 |
| Missing (%) | 98.9% |
| Memory size | 7.8 KiB |
| 15x23 cm | |
|---|---|
| 11.8 x 9.4 x 1.3 inches | |
| 9.8 x 6.9 x 0.7 inches | |
| 8.2 x 5.5 x 0.8 inches | |
| 8.5 x 6 x 2.2 inches | |
| Other values (6) |
| Value | Count | Frequency (%) | |
| 15x23 cm | 1 | 0.1% | |
| 11.8 x 9.4 x 1.3 inches | 1 | 0.1% | |
| 9.8 x 6.9 x 0.7 inches | 1 | 0.1% | |
| 8.2 x 5.5 x 0.8 inches | 1 | 0.1% | |
| 8.5 x 6 x 2.2 inches | 1 | 0.1% | |
| 7.9 x 5.3 x 0.6 inches | 1 | 0.1% | |
| 18 cm | 1 | 0.1% | |
| 11.6 x 9.4 x 1 inches | 1 | 0.1% | |
| 9.9 x 7.3 x 0.4 inches | 1 | 0.1% | |
| 8.6 x 7.2 x 0.3 inches | 1 | 0.1% | |
| (Missing) | 989 | 98.9% |
Frequencies of value counts
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 23 |
|---|---|
| Median length | 3 |
| Mean length | 3.176 |
| Min length | 3 |
| Distinct | 160 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 840 |
| Missing (%) | 84.0% |
| Memory size | 7.8 KiB |
| noticiasarcheolo00hubn | 1 |
|---|---|
| newcanonicalform00mill | 1 |
| nybc209269 | 1 |
| reportofscabdise00cape | 1 |
| arnesketchofnorw00bj | 1 |
| Other values (155) |
| Value | Count | Frequency (%) | |
| noticiasarcheolo00hubn | 1 | 0.1% | |
| newcanonicalform00mill | 1 | 0.1% | |
| nybc209269 | 1 | 0.1% | |
| reportofscabdise00cape | 1 | 0.1% | |
| arnesketchofnorw00bj | 1 | 0.1% | |
| viewsdescription00seel | 1 | 0.1% | |
| sketchofreligiou00reed | 1 | 0.1% | |
| nybc205739 | 1 | 0.1% | |
| nybc211965 | 1 | 0.1% | |
| sceauxarmoresd02raad | 1 | 0.1% | |
| Other values (150) | 150 | 15.0% | |
| (Missing) | 840 | 84.0% |
Frequencies of value counts
Unique
| Unique | 160 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 39 |
|---|---|
| Median length | 3 |
| Mean length | 5.528 |
| Min length | 3 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 997 |
| Missing (%) | 99.7% |
| Memory size | 7.8 KiB |
| Corinna Wolff | |
|---|---|
| Ron Dayne | |
| Magica Quartet |
| Value | Count | Frequency (%) | |
| Corinna Wolff | 1 | 0.1% | |
| Ron Dayne | 1 | 0.1% | |
| Magica Quartet | 1 | 0.1% | |
| (Missing) | 997 | 99.7% |
Frequencies of value counts
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 14 |
|---|---|
| Median length | 3 |
| Mean length | 3.027 |
| Min length | 3 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 997 |
| Missing (%) | 99.7% |
| Memory size | 7.8 KiB |
| 2005 | |
|---|---|
| 2006 | |
| 2008 |
| Value | Count | Frequency (%) | |
| 2005 | 1 | 0.1% | |
| 2006 | 1 | 0.1% | |
| 2008 | 1 | 0.1% | |
| (Missing) | 997 | 99.7% |
Frequencies of value counts
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 100.0% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.003 |
| Min length | 3 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 20.4% |
| Missing | 946 |
| Missing (%) | 94.6% |
| Memory size | 7.8 KiB |
| The | |
|---|---|
| A | |
| Di | |
| Der | |
| An | |
| Other values (6) |
| Value | Count | Frequency (%) | |
| The | 19 | 1.9% | |
| A | 14 | 1.4% | |
| Di | 6 | 0.6% | |
| Der | 5 | 0.5% | |
| An | 3 | 0.3% | |
| Le | 2 | 0.2% | |
| The | 1 | 0.1% | |
| Le | 1 | 0.1% | |
| An t- | 1 | 0.1% | |
| Buy cheap soma | 1 | 0.1% | |
| (Missing) | 946 | 94.6% |
Frequencies of value counts
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 9.3% |
Histogram of lengths of the category
Length
| Max length | 14 |
|---|---|
| Median length | 3 |
| Mean length | 3.021 |
| Min length | 2 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | latest_revision | revision | title | languages | subjects | publish_country | by_statement | type | location | other_titles | publishers | last_modified | key | authors | publish_places | oclc_number | pagination | created | notes | number_of_pages | publish_date | works | subtitle | series | contributions | genres | table_of_contents | lc_classifications | subject_places | first_publish_date | edition_name | isbn_10 | dewey_decimal_class | lccn | identifiers | weight | physical_format | covers | isbn_13 | physical_dimensions | uri_descriptions | uris | url | source_records | first_sentence | work_titles | description | subject_times | ocaid | download_url | dewey_number | name | subject_place | subject_people | personal_name | alternate_names | photos | oclc_numbers | copyright_date | classifications | birth_date | bio | links | title_prefix | death_date | subject_time | work_title | contributors | purchase_url | fuller_name | website | isbn_invalid | ia_loaded_id | isbn_odd_length | ia_box_id | full_title | excerpts | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 141601 | 2 | 2 | 4 gruppy krovi--4 obraza zhizni | [{'key': '/languages/rus'}] | [Health., Blood groups., Vitality., Self-care, Health.] | ru | M. Ili︠u︡shina. | {'key': '/type/edition'} | NaN | [Chetyre gruppy krovi--chetyre obraza zhizni] | [Sova, ĖKSMO] | {'type': '/type/datetime', 'value': '2009-12-15T08:15:08.762084'} | /books/OL22984051M | [{'key': '/authors/OL6569197A'}] | [Sankt-Peterburg, Moskva] | NaN | 254 p. : | {'type': '/type/datetime', 'value': '2009-02-17T19:41:16.499843'} | NaN | 254.0 | 2003 | [{'key': '/works/OL13721660W'}] | NaN | [Budʹte zdorovy!] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [5699021124] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 32982 | 2 | 2 | The carved stones of Islay .... | [{'key': '/languages/eng'}] | NaN | xxk | NaN | {'key': '/type/edition'} | NaN | NaN | [Naclehose] | {'type': '/type/datetime', 'value': '2009-12-15T08:05:38.884806'} | /books/OL22828585M | [{'key': '/authors/OL5489940A'}] | [Glasgow] | NaN | NaN | {'type': '/type/datetime', 'value': '2009-01-05T04:08:32.570274'} | NaN | NaN | 1895 | [{'key': '/works/OL12439699W'}] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 37861 | 2 | 2 | Basic book of vegetable growing. | [{'key': '/languages/eng'}] | NaN | xxk | NaN | {'key': '/type/edition'} | NaN | NaN | [Barrie & Jenkins] | {'type': '/type/datetime', 'value': '2009-12-15T08:05:45.846676'} | /books/OL22835576M | [{'key': '/authors/OL2781054A'}] | [London] | NaN | NaN | {'type': '/type/datetime', 'value': '2009-01-06T07:11:08.922053'} | {'type': '/type/text', 'value': 'Originally published: Tom Stacey, 1972.'} | NaN | 1975 | [{'key': '/works/OL8356037W'}] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 148148 | 3 | 3 | Shitsuke | [{'key': '/languages/jpn'}] | [Parenting, Discipline of children, Child psychology, Child development] | ja | Hasegawa Hirogkazu. | {'key': '/type/edition'} | NaN | NaN | [Kinohanasha] | {'type': '/type/datetime', 'value': '2009-12-15T08:15:36.817467'} | /books/OL22992902M | [{'key': '/authors/OL6570934A'}] | [Tōkyō] | NaN | 348 p. ; | {'type': '/type/datetime', 'value': '2009-02-17T21:41:12.286366'} | NaN | 348.0 | 2002 | [{'key': '/works/OL13724797W'}] | oyako ga shiawase ni naru tame ni | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 880-03 Shohan. | [4434025236] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [marc:SanFranPL12/SanFranPL12.out:17093292:1214] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [55104004] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 74263 | 2 | 2 | Philippine case | [{'key': '/languages/eng'}] | NaN | nyu | by Henry Winthrop Hardon ... | {'key': '/type/edition'} | [GLAD] | NaN | [Evening Post Job Printing House] | {'type': '/type/datetime', 'value': '2009-12-15T08:08:57.706263'} | /books/OL22889550M | [{'key': '/authors/OL663661A'}] | [New York] | NaN | 20 p. | {'type': '/type/datetime', 'value': '2009-01-31T12:19:45.433970'} | NaN | 20.0 | 1899 | [{'key': '/works/OL3767342W'}] | an address delivered before the Twentieth century club of Brooklyn | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | philippinecasead00hardrich | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | The | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 2507 | 2 | 2 | [Creativity and problem solving | [{'key': '/languages/eng'}] | [Problem solving, Creative thinking] | xx | collected and] prepared for Alex F. Osborn by Roger West | {'key': '/type/edition'} | [NBuC] | NaN | [s.n.] | {'type': '/type/datetime', 'value': '2009-12-15T08:04:14.290754'} | /books/OL22786854M | [{'key': '/authors/OL6536691A'}] | [[s.l] | [2642974] | 1 v. (unpaged) : | {'type': '/type/datetime', 'value': '2008-12-30T12:09:26.184663'} | {'type': '/type/text', 'value': 'Includes bibliography'} | NaN | 1964 | [{'key': '/works/OL13681900W'}] | notes, pamphlet, leaflets, etc. | NaN | [Osborn, Alex F.] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 130053 | 2 | 2 | Geology and ground-water resources of Plum Island, Suffolk County, New York | [{'key': '/languages/eng'}] | [Groundwater -- New York (State) -- Suffolk County., Water-supply -- New York (State) -- Suffolk County., Geology -- New York (State) -- Suffolk County.] | dcu | by H.C. Crandell ; prepared on behalf of the Agricultural Research Service, U.S. Dept. of Agriculture. | {'key': '/type/edition'} | NaN | NaN | [U.S. Dept. of the Interior, Geological Survey, for sale by U.S. G.P.O.] | {'type': '/type/datetime', 'value': '2009-12-15T08:14:19.098097'} | /books/OL22968822M | [{'key': '/authors/OL6566045A'}] | [Washington, D.C] | NaN | iv, 35 p. : | {'type': '/type/datetime', 'value': '2009-02-17T16:49:30.303962'} | {'type': '/type/text', 'value': 'Three folded maps in pocket. Bibliography: p. 22-23.'} | 35.0 | 1962 | [{'key': '/works/OL13717317W'}] | NaN | [Geological Survey water-supply paper -- 1539-X, Contributions to the hydrology of the United States] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 79558 | 2 | 2 | Hard travellin'. | [{'key': '/languages/eng'}] | [Tramps -- United States.] | xx | NaN | {'key': '/type/edition'} | NaN | NaN | [New American Library] | {'type': '/type/datetime', 'value': '2009-12-15T08:09:19.321162'} | /books/OL22898916M | [{'key': '/authors/OL767060A'}] | NaN | NaN | 448 p. | {'type': '/type/datetime', 'value': '2009-02-11T13:42:42.668334'} | {'type': '/type/text', 'value': 'Bibliography: p. 437-441.'} | 448.0 | 1967 | [{'key': '/works/OL4094901W'}] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [68015278] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 102285 | 3 | 3 | Borland C++ 5.X chʻeng shih she chi | [{'key': '/languages/chi'}] | [Borland C++, C++ (Computer program language)] | ch | Lin Liecheng. | {'key': '/type/edition'} | NaN | [Borland C++ 5.X cheng shi she ji] | [Qi feng zi xun gu fen yu xian gong si] | {'type': '/type/datetime', 'value': '2009-12-15T08:12:29.897055'} | /books/OL22929060M | [{'key': '/authors/OL6560575A'}] | [Taibei Shi] | NaN | 1 v. (various pagings) : | {'type': '/type/datetime', 'value': '2009-02-12T12:08:41.268935'} | NaN | NaN | 1997 | [{'key': '/works/OL13709240W'}] | shi yung OWL | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 880-03 Chu ban. | [9575660382] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [marc:SanFranPL08/SanFranPL08.out:19093332:1584] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [38450527] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 21378 | 2 | 2 | It doesn't take much to attract a crowd. | [{'key': '/languages/eng'}] | NaN | xxk | NaN | {'key': '/type/edition'} | NaN | NaN | [Ravette] | {'type': '/type/datetime', 'value': '2009-12-15T08:05:14.648587'} | /books/OL22811882M | [{'key': '/authors/OL4361397A'}] | [Horsham] | NaN | 13cm x 21cm.128. Ill. | {'type': '/type/datetime', 'value': '2009-01-03T04:01:24.644613'} | NaN | 128.0 | 1990 | [{'key': '/works/OL10510845W'}] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [1853043230] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| df_index | latest_revision | revision | title | languages | subjects | publish_country | by_statement | type | location | other_titles | publishers | last_modified | key | authors | publish_places | oclc_number | pagination | created | notes | number_of_pages | publish_date | works | subtitle | series | contributions | genres | table_of_contents | lc_classifications | subject_places | first_publish_date | edition_name | isbn_10 | dewey_decimal_class | lccn | identifiers | weight | physical_format | covers | isbn_13 | physical_dimensions | uri_descriptions | uris | url | source_records | first_sentence | work_titles | description | subject_times | ocaid | download_url | dewey_number | name | subject_place | subject_people | personal_name | alternate_names | photos | oclc_numbers | copyright_date | classifications | birth_date | bio | links | title_prefix | death_date | subject_time | work_title | contributors | purchase_url | fuller_name | website | isbn_invalid | ia_loaded_id | isbn_odd_length | ia_box_id | full_title | excerpts | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 101868 | 3 | 3 | Das barock- und rococo-ornament Deutschlands | [{'key': '/languages/ger'}] | [Decoration and ornament, Baroque, Decoration and ornament, Rococo, Decoration and ornament -- Germany] | gw | hrsg. von dr. Cornelius Gurlitt. | {'key': '/type/edition'} | NaN | NaN | [E. Wasmuth] | {'type': '/type/datetime', 'value': '2009-12-15T08:11:55.821436'} | /books/OL22928463M | [{'key': '/authors/OL2318127A'}] | [Berlin] | NaN | [8] p., 80 leaves of plates : | {'type': '/type/datetime', 'value': '2009-02-12T12:01:48.101268'} | {'type': '/type/text', 'value': 'Title vignette.'} | 80.0 | 1889 | [{'key': '/works/OL7569913W'}] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [marc:SanFranPL06/SanFranPL06.out:12094458:919] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [8142436] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 991 | 124179 | 2 | 2 | The Scrap-book | [{'key': '/languages/eng'}] | [English literature., American literature.] | pau | Compiled by William Fields. | {'key': '/type/edition'} | NaN | NaN | [Claxton, Remsen & Haffelfinger] | {'type': '/type/datetime', 'value': '2009-12-15T08:13:55.790541'} | /books/OL22960903M | [{'key': '/authors/OL2955700A'}] | [Philadelphia] | NaN | 544 p. | {'type': '/type/datetime', 'value': '2009-02-12T19:19:55.924585'} | NaN | 544.0 | 1872 | [{'key': '/works/OL8717557W'}] | consisting of tales and anecdotes, biographical, historical, patriotic, moral, religious, and sentimental pieces, in prose and poetry. | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5th ed.--rev. and improved. | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 992 | 8124 | 2 | 2 | Las culturas verdes | [{'key': '/languages/spa'}] | [Fundación Nicolás García Uriburu -- Ethnological collections -- Exhibitions., Fundación Nicolás García Uriburu -- Art collections -- Exhibitions., Museo de Arte Precolombino de Nicolás García Uriburu -- Exhibitions., Indian featherwork -- South America -- Exhibitions., Indian art -- South America -- Exhibitions.] | ag | NaN | {'key': '/type/edition'} | NaN | [Green cultures : ceremonial featherwork of the rainforest peoples] | [Fundación Nicolás García Uriburu] | {'type': '/type/datetime', 'value': '2009-12-15T08:04:24.513903'} | /books/OL22793884M | [{'key': '/authors/OL6537907A'}] | [Buenos Aires] | [62215561] | 108, [4] p. : | {'type': '/type/datetime', 'value': '2009-01-02T09:50:40.103717'} | {'type': '/type/text', 'value': 'Accompanies an exhibition held at Centro Cultural Recoleta, Buenos Aires, 21 Apr.-22 May 2005. Includes bibliographical references (p. [110]). Spanish and English.'} | 108.0 | 2005 | [{'key': '/works/OL13683132W'}] | arte plumario de los pueblos de la selva : colecciones de la Fundación Nicolás García Uriburu y de su Museo de Arte Precolombino, Buenos Aires, Argentina. | NaN | [Museo de Arte Precolombino de Nicolás García Uriburu., Centro Cultural Recoleta (Buenos Aires, Argentina)] | [Exhibitions.] | NaN | [F2230.1.F2 F85 2005] | NaN | NaN | NaN | NaN | NaN | [2005465536] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 993 | 119220 | 2 | 2 | Ci shang xiao xiang hua ji fa | [{'key': '/languages/chi'}] | [China painting -- China -- Jiangxi Sheng., Portraits, Chinese.] | cc | [bian zhu Feng Jie]. | {'key': '/type/edition'} | NaN | NaN | [Jiangxi mei shu chu ban she] | {'type': '/type/datetime', 'value': '2009-12-15T08:13:39.816575'} | /books/OL22953744M | [{'key': '/authors/OL6563958A'}] | [Nanchang Shi] | NaN | 136 p. : | {'type': '/type/datetime', 'value': '2009-02-12T17:08:42.684888'} | NaN | 136.0 | 1995 | [{'key': '/works/OL13714774W'}] | NaN | [Zhongguo min jian gong yi mei shu jue ji xi lie] | NaN | NaN | NaN | NaN | NaN | NaN | 880-03 Di 1 ban. | [7805802874] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 994 | 47185 | 2 | 2 | De Kooning | [{'key': '/languages/eng'}] | [De Kooning, Willem, -- 1904-1997 -- Exhibitions] | nyu | NaN | {'key': '/type/edition'} | [NBuC] | [Liquefying cubism] | [Allan Stone Gallery] | {'type': '/type/datetime', 'value': '2009-12-15T08:06:23.121269'} | /books/OL22848752M | [{'key': '/authors/OL447748A'}] | [New York City] | [32422878] | viii, 54, [4] p. : | {'type': '/type/datetime', 'value': '2009-01-07T19:52:32.616872'} | {'type': '/type/text', 'value': '"Published on the occasion of the exhibition, Willem de Kooning, liquefying cubism, October 27, 1994-January 22, 1995, Allan Stone Gallery ... "'} | 54.0 | 1994 | [{'key': '/works/OL2936880W'}] | liquefying cubism. | NaN | [Allan Stone Gallery] | [Exhibitions] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 995 | 120909 | 2 | 2 | Early inns and roadhouses | [{'key': '/languages/eng'}] | [Hotels -- California -- San Mateo County.] | cau | NaN | {'key': '/type/edition'} | NaN | NaN | NaN | {'type': '/type/datetime', 'value': '2009-12-15T08:13:44.548326'} | /books/OL22956011M | [{'key': '/authors/OL6564302A'}] | [San Mateo] | NaN | 57 p. : illus. | {'type': '/type/datetime', 'value': '2009-02-12T17:35:18.547026'} | {'type': '/type/text', 'value': 'Photocopy of typescript.'} | 57.0 | 1975 | [{'key': '/works/OL13715314W'}] | a history of hospitality in San Mateo County. | [La Peninsula -- v. 18, no. 1.] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 996 | 146827 | 2 | 2 | Hindi ki sarvasreshtha kahaniyam | [{'key': '/languages/hin'}] | [Short stories, Hindi., Short stories, Hindi -- History and criticism.] | ii | Krshnabahadura Simha, Dinesa Carana. | {'key': '/type/edition'} | NaN | NaN | [Astha Prakasana] | {'type': '/type/datetime', 'value': '2009-12-15T08:15:30.607078'} | /books/OL22991173M | [{'key': '/authors/OL6570580A'}] | [Jayapura] | NaN | 128 p. ; | {'type': '/type/datetime', 'value': '2009-02-17T21:23:26.931002'} | {'type': '/type/text', 'value': 'Short stories. Author and title in roman supplied by vendor. In Hindi.'} | 128.0 | 2004 | [{'key': '/works/OL13724284W'}] | mula-samiksha sahita | NaN | [Carana, Dinesa.] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 997 | 17809 | 2 | 2 | Ecology and politics in America: some issues and alternatives. | [{'key': '/languages/eng'}] | [Environmental policy -- United States] | NaN | [By] Margaret Sprout [and] Harold Sprout | {'key': '/type/edition'} | [NBuC] | NaN | [General Learning Press] | {'type': '/type/datetime', 'value': '2009-12-15T08:05:07.238864'} | /books/OL22807014M | [{'key': '/authors/OL6540800A'}] | [New York] | [510422] | 22 p. | {'type': '/type/datetime', 'value': '2009-01-02T22:19:07.334338'} | NaN | 22.0 | 1971 | [{'key': '/works/OL13686170W'}] | NaN | NaN | [Sprout, Harold Hance, 1901-] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [79170399] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 998 | 140532 | 4 | 4 | The fabric of American literary realism | [{'key': '/languages/eng'}] | [American fiction -- 19th century -- History and criticism, American fiction -- 20th century -- History and criticism, Clothing and dress in literature, Realism in literature] | ncu | Babak Elahi. | {'key': '/type/edition'} | NaN | NaN | [McFarland & Co.] | {'type': '/type/datetime', 'value': '2009-12-15T08:15:03.944828'} | /books/OL22982651M | [{'key': '/authors/OL6568929A'}] | [Jefferson, N.C] | NaN | p. cm. | {'type': '/type/datetime', 'value': '2009-02-17T19:30:36.050870'} | {'type': '/type/text', 'value': 'Includes bibliographical references and index.'} | NaN | 2009 | [{'key': '/works/OL13721052W'}] | readymade clothing, social mobility, and assimilation | NaN | NaN | NaN | [{'type': {'key': '/type/toc_item'}, 'title': 'Dress in the North American political imagination'}, {'type': {'key': '/type/toc_item'}, 'title': 'The discourse of dress and literary realism in the United States'}, {'type': {'key': '/type/toc_item'}, 'title': 'Henry James's old clothes'}, {'type': {'key': '/type/toc_item'}, 'title': 'From clothing to nothing : annihilating the self in Sister Carrie'}, {'type': {'key': '/type/toc_item'}, 'title': 'Dress and mobility in The rise of David Levinsky'}, {'type': {'key': '/type/toc_item'}, 'title': 'The financial and sartorial fictions of Anzia Yezierska'}, {'type': {'key': '/type/toc_item'}, 'title': 'The clothing of the American frontier, or, How the West was worn in Willa Cather.'}] | [PS374.C565 E43 2009] | NaN | NaN | NaN | NaN | [813/.009355] | [2009000611] | NaN | NaN | NaN | NaN | [9780786441198] | NaN | NaN | NaN | NaN | [marc:marc_loc_updates/v37.i03.records.utf8:9251183:1760, marc:marc_loc_updates/v37.i16.records.utf8:7918792:1940, marc:marc_loc_updates/v37.i17.records.utf8:11596032:1940] | NaN | NaN | {'type': '/type/text', 'value': '"This volume traces the connections between the increased economic importance of the garment industry with the advent of a powerful movement towards literary realism in American fiction. This work examines the development of the American ideal from the "homespun" to the "ready made," and explains how that cultural and psychological change appeared in the literature of the nation"--Provided by publisher.'} | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 999 | 39801 | 2 | 2 | The far morning. | [{'key': '/languages/eng'}] | NaN | xxk | NaN | {'key': '/type/edition'} | NaN | NaN | [Sheridan Book Company] | {'type': '/type/datetime', 'value': '2009-12-15T08:05:51.654655'} | /books/OL22838268M | [{'key': '/authors/OL4728502A'}] | NaN | NaN | NaN | {'type': '/type/datetime', 'value': '2009-01-06T14:15:31.568799'} | {'type': '/type/text', 'value': 'First published: London: Hamlyn Paperbacks, 1982.'} | NaN | 1993 | [{'key': '/works/OL11276196W'}] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | [1855014572] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |